Triple

T18366088
Position Surface form Disambiguated ID Type / Status
Subject Battle of Nasiriyah E440048 entity
Predicate notableUnit P304 FINISHED
Object Task Force Tarawa
Task Force Tarawa was a U.S. Marine Corps task force that played a key combat role during the 2003 invasion of Iraq, particularly in intense urban fighting early in the campaign.
E1320876 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Task Force Tarawa | Statement: [Battle of Nasiriyah, notableUnit, Task Force Tarawa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Task Force Tarawa
Context triple: [Battle of Nasiriyah, notableUnit, Task Force Tarawa]
  • A. Task Force 56
    Task Force 56 is a U.S. Navy task force under U.S. Naval Forces Central Command responsible for expeditionary and coastal riverine operations in the U.S. Central Command area of responsibility.
  • B. Task Force 52
    Task Force 52 is a U.S. Navy task force responsible for mine warfare and related maritime security operations in the U.S. Fifth Fleet area of responsibility.
  • C. Task Force 55
    Task Force 55 is a U.S. Navy task force responsible for surface warfare and maritime security operations in the U.S. Fifth Fleet area of responsibility, primarily in the Middle East.
  • D. Task Force 50
    Task Force 50 was a U.S. Navy fast carrier task force in the Pacific Theater of World War II, known for providing major carrier-based air power during early Central Pacific offensives.
  • E. Task Force 51
    Task Force 51 is a U.S. military headquarters element that provides rapidly deployable command and control for homeland defense and civil support operations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Task Force Tarawa
Triple: [Battle of Nasiriyah, notableUnit, Task Force Tarawa]
Generated description
Task Force Tarawa was a U.S. Marine Corps task force that played a key combat role during the 2003 invasion of Iraq, particularly in intense urban fighting early in the campaign.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Task Force Tarawa
Target entity description: Task Force Tarawa was a U.S. Marine Corps task force that played a key combat role during the 2003 invasion of Iraq, particularly in intense urban fighting early in the campaign.
  • A. Task Force 56
    Task Force 56 is a U.S. Navy task force under U.S. Naval Forces Central Command responsible for expeditionary and coastal riverine operations in the U.S. Central Command area of responsibility.
  • B. Task Force 52
    Task Force 52 is a U.S. Navy task force responsible for mine warfare and related maritime security operations in the U.S. Fifth Fleet area of responsibility.
  • C. Task Force 55
    Task Force 55 is a U.S. Navy task force responsible for surface warfare and maritime security operations in the U.S. Fifth Fleet area of responsibility, primarily in the Middle East.
  • D. Task Force 50
    Task Force 50 was a U.S. Navy fast carrier task force in the Pacific Theater of World War II, known for providing major carrier-based air power during early Central Pacific offensives.
  • E. Task Force 51
    Task Force 51 is a U.S. military headquarters element that provides rapidly deployable command and control for homeland defense and civil support operations.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8b918221c8190a9f7b563d64ac677 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e5174e834481909453ba25561d1b1d completed April 19, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d7748558819093969d121d385126 completed May 13, 2026, 1:44 a.m.
NEDg Description generation batch_6a03d8512d4c8190b113f7ed1f8a044c completed May 13, 2026, 1:48 a.m.
NED2 Entity disambiguation (via description) batch_6a03d8d863cc819098b46d5d26db05cd completed May 13, 2026, 1:50 a.m.
Created at: April 10, 2026, 10:38 a.m.